India_Startups

library(tidyverse)

## Loading tidyverse: ggplot2
## Loading tidyverse: tibble
## Loading tidyverse: tidyr
## Loading tidyverse: readr
## Loading tidyverse: purrr
## Loading tidyverse: dplyr

## Warning: package 'tibble' was built under R version 3.4.1

## Warning: package 'purrr' was built under R version 3.4.1

## Warning: package 'dplyr' was built under R version 3.4.1

## Conflicts with tidy packages ----------------------------------------------

## filter(): dplyr, stats
## lag():    dplyr, stats

library(stringr)
library(scales)

## 
## Attaching package: 'scales'

## The following object is masked from 'package:purrr':
## 
##     discard

## The following object is masked from 'package:readr':
## 
##     col_factor

library(sf)

## Warning: package 'sf' was built under R version 3.4.4

## Linking to GEOS 3.6.1, GDAL 2.1.3, proj.4 4.9.3

library(ggmap)
#library(ddply)

cleen up data

startup_data <- read.csv("./startup_funding.csv")
startup_data <- startup_data[startup_data[9] != "",] #removes entires where the 9nth colomn is empty
startup_data <- startup_data[startup_data[4] != "",]
industries <- startup_data$IndustryVertical
Data <- startup_data[industries %in% names(which(table(industries) > 100)), ] #removes industries where there are less than 100 entries
Data <- Data %>% 
  mutate(AmountInUSD = str_replace(AmountInUSD, pattern = ",", replacement =  "")) %>%  #removes ,s
  mutate(AmountInUSD = as.numeric(AmountInUSD)) #changes type to numeric

## Warning in evalq(as.numeric(AmountInUSD), <environment>): NAs introduced by
## coercion

dataByIndustry <-
  Data %>%
  filter(!is.na(AmountInUSD)) %>%
  group_by(IndustryVertical) %>% 
  summarise(mean_funding = mean(AmountInUSD))

Pie chart

vc <- startup_data %>% 
  filter("Seed Funding" == InvestmentType)

pe <- startup_data %>% 
  filter("Private Equity" == InvestmentType)

vc_number <- length(vc$AmountInUSD)
pe_number <- length(pe$AmountInUSD)

vc_total <- sum(as.numeric(vc$AmountInUSD))
pe_total <- sum(as.numeric(pe$AmountInUSD))

vc_mean <- mean(as.numeric(vc$AmountInUSD))
pe_mean <- mean(as.numeric(pe$AmountInUSD))

blank_theme <- theme_minimal() +
  theme(
  axis.title.x = element_blank(),
  axis.title.y = element_blank(),
  panel.border = element_blank(),
  panel.grid=element_blank(),
  axis.ticks = element_blank(),
  plot.title=element_text(size=14, face="bold")
)

df <- data.frame(

  investmentType <- c("Venture Capital", "Private Equity"),
  totalInvestment <- c(vc_total, pe_total)
)

sum <- sum(as.numeric(totalInvestment)) #all investments

bg <- df %>% 
  ggplot(aes(x="", y=totalInvestment, fill=investmentType)) +
  geom_bar(width = 1, stat = "identity")

pie <- bg + 
  coord_polar("y", start=0) + 
  blank_theme +
  ggtitle("Sum of Startup Investments by Type") +
  labs(fill = "Investment Type") +
  theme(axis.text.x=element_blank()) +
  scale_fill_brewer(palette="Dark2") +
  geom_text(aes(label=paste(c(round(totalInvestment * 100 /sum)),"%"), collapse = " "),
    position = position_stack(vjust = 0.5), size = 7)

## Warning: Ignoring unknown aesthetics: collapse

pie

#for pie chart also add labels for $ value 

We can obserb here how there are actually more private equity investments than seed/vc ones. Additionaly, we see that the average seed investment is greater than the average private equity investment. Hmmm. This makes me question the integrity of the way this data was labeled.

vc_mean

## [1] 140.8972

vc_number

## [1] 632

pe_mean

## [1] 138.134

pe_number

## [1] 761

consumerInternet <- startup_data[startup_data$IndustryVertical == "ConsumerInternet",]

#eCommerce <- startup_data$IndustryVertical %>% 
 # filter("eCommerce")

#View(consumerInternet)
#View(eCommerce)

#technology <- 
#View(dataByIndustry)

#use library(sf)
#need .rds file & read_rds()
#geom_sf()

#fundingByIndustry <- ddply(startup_data, "IndustryVehichle", numcolwise(sum))
#FundingByIndustry <- aggregate(x = startup_data, by = list(Industry = startup_data[4],Raised = startup_data[9]), FUN = sum)

#FundingByIndustry <- aggregate(x=startup_data, by = list(startup_data$IndustryVehichle), FUN = sum)

coords <- geocode(as.character(Data$CityLocation)[0:700])

## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false

## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false

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## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false

## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Ahmedabad&sensor=false

## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false

## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location =
## "Bangalore"

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## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "Noida"

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## Warning: geocode failed with status OVER_QUERY_LIMIT, location =
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## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Pune&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location =
## "Bangalore"

## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
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## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "Gurgaon"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
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## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "Gurgaon"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
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## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "New
## Delhi"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
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## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Hyderabad&sensor=false
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## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Hyderabad&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Ahmedabad&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Noida&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location =
## "Bangalore"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
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## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Noida&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Hyderabad&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Hyderabad&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location =
## "Hyderabad"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location =
## "Bangalore"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
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## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "Mumbai"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Hyderabad&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location =
## "Hyderabad"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Noida&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "Noida"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
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## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location =
## "Bangalore"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location =
## "Bangalore"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Hyderabad&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "Gurgaon"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Hyderabad&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location =
## "Bangalore"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location =
## "Bangalore"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location =
## "Bangalore"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location =
## "Bangalore"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Noida&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Pune&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Chennai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "Gurgaon"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Kolkata&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location =
## "Bangalore"

## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location =
## "Bangalore"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Pune&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Ahmedabad&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location =
## "Bangalore"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Noida&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Jaipur&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Ahmedabad&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location =
## "Bangalore"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "New
## Delhi"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "Mumbai"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "Gurgaon"

## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "Mumbai"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Chennai&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "Chennai"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Hyderabad&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Chennai&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "Chennai"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Chennai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Ahmedabad&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Pune&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location =
## "Bangalore"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Noida&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Chennai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "Mumbai"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location =
## "Bangalore"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Hyderabad&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Kolkata&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "New
## Delhi"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "Gurgaon"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Pune&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location =
## "Bangalore"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location =
## "Bangalore"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "Mumbai"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Pune&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "Pune"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location =
## "Bangalore"

## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "Mumbai"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Noida&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "Gurgaon"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location =
## "Bangalore"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Chennai&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "Chennai"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Chennai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Missourie&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "Mumbai"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Hyderabad&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Pune&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Panaji&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Chennai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location =
## "Bangalore"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gwalior&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "New
## Delhi"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "New
## Delhi"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Hyderabad&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Pune&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Ahmedabad&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Ahmedabad&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location =
## "Ahmedabad"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Chennai&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "Chennai"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "New
## Delhi"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location =
## "Bangalore"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "New
## Delhi"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Noida&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "Mumbai"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Jaipur&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Indore&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Pune&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Hyderabad&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Chennai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location =
## "Bangalore"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "New
## Delhi"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Chennai&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "Chennai"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location =
## "Bangalore"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Chennai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Noida&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "Noida"

## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "New
## Delhi"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "Gurgaon"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "Mumbai"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "New
## Delhi"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Singapore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Pune&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "Mumbai"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Jaipur&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Goa&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Pune&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Vadodara&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Chennai&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Noida&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Noida&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "Noida"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Hyderabad&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "Mumbai"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Noida&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "New
## Delhi"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Ahmedabad&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "New
## Delhi"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Hyderabad&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "Mumbai"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Noida&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "Gurgaon"

## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "Mumbai"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Ahmedabad&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Chennai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Chennai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Kolkata&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Chennai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore/%20Bangkok&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Noida&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "Mumbai"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Pune&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "Mumbai"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Noida&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "Gurgaon"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Hyderabad&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "Gurgaon"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Hyderabad&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Ahmedabad&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location =
## "Ahmedabad"

## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Pune&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Chennai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Ahmedabad&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Indore&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "Indore"

## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Hyderabad&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Pune&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "Pune"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Pune&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Pune&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Noida&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Kerala&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location =
## "Bangalore"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Hyderabad&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Noida&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Ahmedabad&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Pune&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "New
## Delhi"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "New
## Delhi"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Chandigarh&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location =
## "Chandigarh"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "Gurgaon"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Chennai&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "Chennai"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location =
## "Bangalore"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "Mumbai"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Ahmedabad&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Chennai&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "Chennai"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "Mumbai"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "Gurgaon"

## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location =
## "Bangalore"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Coimbatore&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Pune&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Pune&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Pune&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Noida&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Jaipur&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location =
## "Bangalore"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Chennai&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Hyderabad&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location =
## "Bangalore"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Pune&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Hyderabad&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Pune&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location =
## "Bangalore"

## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Vadodara&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "New
## Delhi"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location =
## "Bangalore"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "Mumbai"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location =
## "Bangalore"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Pune&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location =
## "Bangalore"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Ahmedabad&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location =
## "Ahmedabad"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Ahmedabad&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Kolkata&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "Mumbai"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Pune&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "Mumbai"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Chennai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Pune&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Hyderabad&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Singapore&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location =
## "Bangalore"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "New
## Delhi"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Chennai&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "Chennai"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Chennai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Chennai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Delhi&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location =
## "Bangalore"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Trivandrum&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Noida&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "New
## Delhi"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location =
## "Bangalore"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Pune&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location =
## "Bangalore"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=SFO%20/%20Bangalore&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "New
## Delhi"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Pune&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location =
## "Bangalore"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location =
## "Bangalore"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Chandigarh&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Noida&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Chennai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Hyderabad&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "Gurgaon"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "Mumbai"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Noida&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "Noida"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Kolkata&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "Gurgaon"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Noida&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "New
## Delhi"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location =
## "Bangalore"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Noida&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Hyderabad&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Pune/Seattle&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "Pune/
## Seattle"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Pune&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "Gurgaon"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Hyderabad&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location =
## "Hyderabad"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Hyderabad&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Chennai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Hyderabad&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Noida&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Chennai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Pune&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "Pune"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Pune%20/%20Dubai&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Noida&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location =
## "Bangalore"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore%20/%20SFO&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location =
## "Bangalore / SFO"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Pune&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Varanasi&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Gurgaon&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "Mumbai"

## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Pune&sensor=false

## Warning: geocode failed with status OVER_QUERY_LIMIT, location = "Pune"

## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Bangalore&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=Mumbai&sensor=false
## .Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=New%20Delhi&sensor=false

#coords = coords[coords[1] != NA]

map <- get_map(location = "india", maptype = "satellite", zoom = 5)

## Map from URL : http://maps.googleapis.com/maps/api/staticmap?center=india&zoom=5&size=640x640&scale=2&maptype=satellite&language=en-EN&sensor=false
## Information from URL : http://maps.googleapis.com/maps/api/geocode/json?address=india&sensor=false

map %>% 
  ggmap() +
  #geom_density2d(data = coords, aes(x = lon, y = lat), size = .7) +
  stat_density2d(data = coords, aes(x = lon, y = lat, fill = ..level.., alpha = ..level..), size = 0.01, 
  bins = 16, geom = "polygon") + scale_fill_gradient(low = "green", high = "red") + 
  scale_alpha(range = c(0, 0.3), guide = FALSE)

## Warning: Removed 132 rows containing non-finite values (stat_density2d).

map %>% 
  ggmap() +
  geom_point(data = coords, aes(x = lon, y = lat), colour = "red", alpha = .1, size = 1)

## Warning: Removed 132 rows containing missing values (geom_point).